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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1322 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image CaptioningCOCO 17multimodalcomputer vision+123Feb 26, 2026
Object Pose EstimationTUD-L BOP (test)computer vision23Feb 26, 2026
Text-to-Image GenerationLAION-COCOimage generation editing23May 18, 2026
Event SpottingFineGymcomputer vision23Feb 26, 2026
Event SpottingFS-Perfcomputer vision23Feb 26, 2026
Event SpottingComp FScomputer vision23Feb 26, 2026
Image ClassificationFGVC Aircraft Aircomputer vision23Feb 26, 2026
Anomaly DetectionVisA 4-shottabular time series23May 18, 2026
Anomaly DetectionVisA 1-shottabular time series23May 18, 2026
Science Question AnsweringGPQA Diamond (test)nlpbio medical23Jul 1, 2026
General TasksMMLU-Prollm chat instructionnlp23May 20, 2026
OCR-related Parsing TasksOmniDocBench Englishcomputer visionnlp23Feb 26, 2026
Cell type clusteringCurated In-Distribution (ID) (test)bio medicaltabular time series23Jul 7, 2026
3D Gaze EstimationGFIE (test)3d vision geometrycomputer vision23Mar 6, 2026
Pixel-level Anomaly DetectionClinicDBcomputer vision23Mar 4, 2026
Point Cloud MatchingFAUST_r3d vision geometry23Feb 27, 2026
Point Cloud MatchingSCAPE_r3d vision geometry23Feb 27, 2026
Retrieval-Augmented GenerationNQretrieval search ragnlp23Feb 26, 2026
Instruction FollowingComplexInstruct Level 6llm chat instruction23Feb 26, 2026
Instruction FollowingComplexInstruct Level 5llm chat instruction23Feb 26, 2026
Instruction FollowingComplexInstruct Level 4llm chat instruction23Feb 26, 2026
Instruction FollowingComplexInstruct Level 3llm chat instruction23Feb 26, 2026
Instruction FollowingComplexInstruct Level 1llm chat instruction23Feb 26, 2026
Reading ComprehensionRCnlp23Apr 14, 2026
Portrait Image AnimationHDTF (test)image generation editingcomputer vision23May 28, 2026